Overview

Dataset info

Number of variables17
Number of observations130990
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory17.0 MiB
Average record size in memory136.0 B

Variables types

Numeric16
Categorical0
Boolean1
Date0
URL0
Text (Unique)0
Rejected0
Unsupported0

Warnings

field1 has 8530 (6.5%) zeros Zeros
field2 has 61728 (47.1%) zeros Zeros
field5 has 66760 (51.0%) zeros Zeros
flag1 has 49549 (37.8%) zeros Zeros
flag2 has 47953 (36.6%) zeros Zeros
flag3 has 64958 (49.6%) zeros Zeros
flag4 has 125316 (95.7%) zeros Zeros
flag5 is highly skewed (γ1 = 27.08213937) Skewed
hour1 has 2403 (1.8%) zeros Zeros
indicator1 has 110307 (84.2%) zeros Zeros
indicator2 has 127715 (97.5%) zeros Zeros

Variables

amount
Numeric

Distinct count37813
Unique (%)28.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean26.2469796
Minimum0
Maximum95.4
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile10.385787
Q112.95
Median25.9
Q338.85
95-th percentile49.95
Maximum95.4
Range95.4
Interquartile range25.9

Descriptive statistics

Standard deviation13.34643936
Coef of variation0.5084942941
Kurtosis-0.954212051
Mean26.2469796
MAD12.12156772
Skewness0.2834921994
Sum3438091.858
Variance178.1274437
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 1.76740854e-02 9.49449871e+00 1.03536021e+01 1.03600922e+01 ... 6.00687507e+01 8.94653356e+01 9.04825378e+01 9.53890418e+01 9.54000000e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
12.95 35230 26.9%
 
38.85 33577 25.6%
 
49.95 5459 4.2%
 
10.36 5217 4.0%
 
25.9 4386 3.3%
 
31.08 2799 2.1%
 
11.01 1859 1.4%
 
20.72 807 0.6%
 
0 799 0.6%
 
59.4 607 0.5%
 
Other values (37803) 40250 30.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 799 0.6%
 
0.03534817076 1 < 0.1%
 
0.03970638564 1 < 0.1%
 
0.07332810688 1 < 0.1%
 
0.113366467 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
95.4 32 < 0.1%
 
95.3780835 1 < 0.1%
 
92.81281327 1 < 0.1%
 
91.43672948 1 < 0.1%
 
91.10810633 1 < 0.1%
 

field1
Numeric

Distinct count35613
Unique (%)27.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.545214967
Minimum0
Maximum4
Zeros (%)6.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12
Median3
Q33
95-th percentile4
Maximum4
Range4
Interquartile range1

Descriptive statistics

Standard deviation0.9765682554
Coef of variation0.3836879274
Kurtosis1.13491256
Mean2.545214967
MAD0.7546339418
Skewness-1.198454713
Sum333397.7085
Variance0.9536855575
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 2.64749454e-04 9.99985916e-01 1.00018469e+00 1.99960215e+00 2.00000682e+00 2.99999955e+00 3.00002862e+00 3.99996759e+00 4.00000000e+00], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 56931 43.5%
 
2 21151 16.1%
 
0 8530 6.5%
 
4 7046 5.4%
 
1 1724 1.3%
 
2.679977303 1 < 0.1%
 
0.5853961674 1 < 0.1%
 
2.86489052 1 < 0.1%
 
3.18329415 1 < 0.1%
 
1.161912298 1 < 0.1%
 
Other values (35603) 35603 27.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8530 6.5%
 
0.000529498907 1 < 0.1%
 
0.001371631148 1 < 0.1%
 
0.001815627508 1 < 0.1%
 
0.001819431741 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4 7046 5.4%
 
3.999935185 1 < 0.1%
 
3.999808189 1 < 0.1%
 
3.999710924 1 < 0.1%
 
3.99970704 1 < 0.1%
 

field2
Numeric

Distinct count26212
Unique (%)20.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4296503904
Minimum0
Maximum1
Zeros (%)47.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.1479342966
Q31
95-th percentile1
Maximum1
Range1
Interquartile range1

Descriptive statistics

Standard deviation0.4600681226
Coef of variation1.070796473
Kurtosis-1.797746377
Mean0.4296503904
MAD0.441079641
Skewness0.2806002015
Sum56279.90464
Variance0.2116626775
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 3.40969380e-06 9.99986748e-01 1.00000000e+00], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 61728 47.1%
 
1 43052 32.9%
 
0.5227008025 1 < 0.1%
 
0.9347192038 1 < 0.1%
 
0.7883627878 1 < 0.1%
 
0.5250309668 1 < 0.1%
 
0.5439942994 1 < 0.1%
 
0.08684193851 1 < 0.1%
 
0.914669527 1 < 0.1%
 
0.5496996104 1 < 0.1%
 
Other values (26202) 26202 20.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 61728 47.1%
 
6.819387604e-06 1 < 0.1%
 
2.047905146e-05 1 < 0.1%
 
5.723877949e-05 1 < 0.1%
 
0.0002544058877 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 43052 32.9%
 
0.999973497 1 < 0.1%
 
0.9999251785 1 < 0.1%
 
0.9999237458 1 < 0.1%
 
0.9999040947 1 < 0.1%
 

field3
Numeric

Distinct count67529
Unique (%)51.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean625.8994177
Minimum-32265
Maximum8193
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-32265
5-th percentile-6821
Q1-1714.448253
Median1442
Q33556
95-th percentile5821.653438
Maximum8193
Range40458
Interquartile range5270.448253

Descriptive statistics

Standard deviation3995.516644
Coef of variation6.383640136
Kurtosis0.8884835266
Mean625.8994177
MAD3171.307683
Skewness-0.9113971825
Sum81986564.73
Variance15964153.25
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-32265. -19523. -17258. -16691.46915129 -16538. ... 7639.5 7726.85258702 7727.08638312 7914.51541721 8193. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3520 142 0.1%
 
-3688 107 0.1%
 
-5437 99 0.1%
 
2247 80 0.1%
 
1095 79 0.1%
 
4645 74 0.1%
 
-342 72 0.1%
 
2191 69 0.1%
 
4654 68 0.1%
 
3382 65 < 0.1%
 
Other values (67519) 130135 99.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-32265 1 < 0.1%
 
-30554 2 < 0.1%
 
-21927 1 < 0.1%
 
-21705 1 < 0.1%
 
-19525 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8193 2 < 0.1%
 
8177.061673 1 < 0.1%
 
8152.983453 1 < 0.1%
 
8148 1 < 0.1%
 
8141 2 < 0.1%
 

field4
Numeric

Distinct count49277
Unique (%)37.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean13.53904837
Minimum6
Maximum46
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum6
5-th percentile6.456453732
Q18.754712376
Median11.46826219
Q318
95-th percentile24
Maximum46
Range40
Interquartile range9.245287624

Descriptive statistics

Standard deviation5.99936456
Coef of variation0.4431156754
Kurtosis-0.3492338706
Mean13.53904837
MAD5.175971414
Skewness0.7285304326
Sum1773479.945
Variance35.99237512
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 6. 6.00024788 6.99991175 7.00022109 7.9998967 ... 35.97036937 36.24071326 37.91736684 38.18380249 46. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9 11841 9.0%
 
8 9150 7.0%
 
7 7242 5.5%
 
10 5837 4.5%
 
6 5543 4.2%
 
18 3659 2.8%
 
20 3569 2.7%
 
11 3314 2.5%
 
21 3314 2.5%
 
19 3264 2.5%
 
Other values (49267) 74257 56.7%
 

Minimum 5 values

ValueCountFrequency (%) 
6 5543 4.2%
 
6.000495767 1 < 0.1%
 
6.000779266 1 < 0.1%
 
6.000908968 1 < 0.1%
 
6.000996953 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
46 1 < 0.1%
 
42 1 < 0.1%
 
41 1 < 0.1%
 
40 1 < 0.1%
 
39 5 < 0.1%
 

field5
Numeric

Distinct count32468
Unique (%)24.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.444125239
Minimum0
Maximum26
Zeros (%)51.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q32
95-th percentile7.246867784
Maximum26
Range26
Interquartile range2

Descriptive statistics

Standard deviation2.312889772
Coef of variation1.601585312
Kurtosis6.163197737
Mean1.444125239
MAD1.691259955
Skewness2.209647865
Sum189165.9651
Variance5.349459098
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 3.24073614e-05 9.99892069e-01 1.00013859e+00 1.99992244e+00 ... 9.96428511e+00 1.01144250e+01 2.29296088e+01 2.35000000e+01 2.60000000e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 66760 51.0%
 
2 8445 6.4%
 
1 6481 4.9%
 
4 5857 4.5%
 
9 4590 3.5%
 
3 4351 3.3%
 
5 924 0.7%
 
6 721 0.6%
 
8 136 0.1%
 
7 136 0.1%
 
Other values (32458) 32589 24.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 66760 51.0%
 
6.481472272e-05 1 < 0.1%
 
7.121091386e-05 1 < 0.1%
 
0.0002287627294 1 < 0.1%
 
0.000228955118 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
26 2 < 0.1%
 
25 5 < 0.1%
 
24 1 < 0.1%
 
23 18 < 0.1%
 
22.85921757 1 < 0.1%
 

flag1
Numeric

Distinct count25811
Unique (%)19.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5233306718
Minimum0
Maximum1
Zeros (%)37.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.6198913182
Q31
95-th percentile1
Maximum1
Range1
Interquartile range1

Descriptive statistics

Standard deviation0.4653394223
Coef of variation0.8891881318
Kurtosis-1.874060466
Mean0.5233306718
MAD0.4496269156
Skewness-0.09268535745
Sum68551.08469
Variance0.216540778
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 1.77085716e-05 9.99961873e-01 1.00000000e+00], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 55632 42.5%
 
0 49549 37.8%
 
0.02250574734 1 < 0.1%
 
0.1150619098 1 < 0.1%
 
0.7118079229 1 < 0.1%
 
0.2953365479 1 < 0.1%
 
0.704285345 1 < 0.1%
 
0.02139522028 1 < 0.1%
 
0.5625276526 1 < 0.1%
 
0.9962133067 1 < 0.1%
 
Other values (25801) 25801 19.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 49549 37.8%
 
3.541714319e-05 1 < 0.1%
 
5.669964827e-05 1 < 0.1%
 
9.590530384e-05 1 < 0.1%
 
0.0001652556536 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 55632 42.5%
 
0.9999237458 1 < 0.1%
 
0.9998748683 1 < 0.1%
 
0.999831513 1 < 0.1%
 
0.9997455941 1 < 0.1%
 

flag2
Numeric

Distinct count26551
Unique (%)20.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5331005047
Minimum0
Maximum1
Zeros (%)36.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.6637714371
Q31
95-th percentile1
Maximum1
Range1
Interquartile range1

Descriptive statistics

Standard deviation0.4637815442
Coef of variation0.869970184
Kurtosis-1.861314706
Mean0.5331005047
MAD0.4473225557
Skewness-0.1318877412
Sum69830.83511
Variance0.2150933207
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 3.24073614e-05 9.99962589e-01 1.00000000e+00], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 56488 43.1%
 
0 47953 36.6%
 
0.9855023866 1 < 0.1%
 
0.9322765772 1 < 0.1%
 
0.2365479467 1 < 0.1%
 
0.5402918206 1 < 0.1%
 
0.5737556471 1 < 0.1%
 
0.6937251094 1 < 0.1%
 
0.9561584716 1 < 0.1%
 
0.8537410573 1 < 0.1%
 
Other values (26541) 26541 20.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 47953 36.6%
 
6.481472272e-05 1 < 0.1%
 
7.755677949e-05 1 < 0.1%
 
0.0001684870004 1 < 0.1%
 
0.0002009639422 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 56488 43.1%
 
0.9999251785 1 < 0.1%
 
0.9999237458 1 < 0.1%
 
0.999900451 1 < 0.1%
 
0.9998347443 1 < 0.1%
 

flag3
Numeric

Distinct count25072
Unique (%)19.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4087591138
Minimum0
Maximum1
Zeros (%)49.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.02160590837
Q31
95-th percentile1
Maximum1
Range1
Interquartile range1

Descriptive statistics

Standard deviation0.457891521
Coef of variation1.120198928
Kurtosis-1.743483137
Mean0.4087591138
MAD0.4369993393
Skewness0.3675678792
Sum53543.35631
Variance0.209664645
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 3.40969380e-06 9.99982291e-01 1.00000000e+00], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 64958 49.6%
 
1 40962 31.3%
 
0.7610573589 1 < 0.1%
 
0.3643844451 1 < 0.1%
 
0.8521680523 1 < 0.1%
 
0.5971017593 1 < 0.1%
 
0.5003208709 1 < 0.1%
 
0.542013834 1 < 0.1%
 
0.1608025901 1 < 0.1%
 
0.2581591639 1 < 0.1%
 
Other values (25062) 25062 19.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 64958 49.6%
 
6.819387604e-06 1 < 0.1%
 
2.650303699e-05 1 < 0.1%
 
6.481472272e-05 1 < 0.1%
 
7.121091386e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 40962 31.3%
 
0.9999645829 1 < 0.1%
 
0.9999237458 1 < 0.1%
 
0.9999040947 1 < 0.1%
 
0.999900451 1 < 0.1%
 

flag4
Numeric

Distinct count3747
Unique (%)2.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.02894620539
Minimum0
Maximum1
Zeros (%)95.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range0

Descriptive statistics

Standard deviation0.1526394126
Coef of variation5.273209754
Kurtosis29.98545865
Mean0.02894620539
MAD0.05540920351
Skewness5.536512503
Sum3791.663444
Variance0.02329879028
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 2.26459220e-04 9.99962991e-01 1.00000000e+00], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 125316 95.7%
 
1 1929 1.5%
 
0.6078718665 1 < 0.1%
 
0.1430516384 1 < 0.1%
 
0.139055534 1 < 0.1%
 
0.9473627478 1 < 0.1%
 
0.684314654 1 < 0.1%
 
0.6085911745 1 < 0.1%
 
0.8963961618 1 < 0.1%
 
0.880772175 1 < 0.1%
 
Other values (3737) 3737 2.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 125316 95.7%
 
0.0004529184404 1 < 0.1%
 
0.0005417120821 1 < 0.1%
 
0.0005756573698 1 < 0.1%
 
0.0005884650903 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 1929 1.5%
 
0.9999259819 1 < 0.1%
 
0.999831513 1 < 0.1%
 
0.9998210686 1 < 0.1%
 
0.9995119598 1 < 0.1%
 

flag5
Numeric

Distinct count20043
Unique (%)15.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.534435074
Minimum0
Maximum3278
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q11
Median1
Q31.472502526
95-th percentile2.611204682
Maximum3278
Range3278
Interquartile range0.4725025259

Descriptive statistics

Standard deviation91.92144098
Coef of variation16.6090016
Kurtosis820.1234694
Mean5.534435074
MAD8.394546592
Skewness27.08213937
Sum724955.6504
Variance8449.551311
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 6.48500936e-02 9.98201568e-01 1.00002048e+00 1.99991572e+00 ... 1.59429486e+03 1.62150000e+03 1.64528889e+03 3.27509872e+03 3.27800000e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 90552 69.1%
 
2 16212 12.4%
 
3 2547 1.9%
 
4 719 0.5%
 
5 181 0.1%
 
6 158 0.1%
 
7 148 0.1%
 
1600 85 0.1%
 
32 57 < 0.1%
 
8 53 < 0.1%
 
Other values (20033) 20278 15.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 12 < 0.1%
 
0.1297001872 1 < 0.1%
 
0.1818549865 1 < 0.1%
 
0.1828350955 1 < 0.1%
 
0.196032958 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3278 49 < 0.1%
 
3272.197437 1 < 0.1%
 
3220.297905 1 < 0.1%
 
3128.112757 1 < 0.1%
 
3110.41653 1 < 0.1%
 

fraud
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
1
65495
0
65495
ValueCountFrequency (%) 
1 65495 50.0%
 
0 65495 50.0%
 

hour1
Numeric

Distinct count52653
Unique (%)40.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean12.71214036
Minimum0
Maximum23
Zeros (%)1.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q19
Median12.734323
Q317
95-th percentile22
Maximum23
Range23
Interquartile range8

Descriptive statistics

Standard deviation5.554090636
Coef of variation0.4369123121
Kurtosis-0.4208584614
Mean12.71214036
MAD4.484500921
Skewness-0.2013979612
Sum1665163.266
Variance30.84792279
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 5.47519226e-04 9.99855884e-01 1.00003813e+00 1.99986978e+00 ... 2.10003696e+01 2.19995074e+01 2.20002932e+01 2.29995400e+01 2.30000000e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
11 5592 4.3%
 
13 5447 4.2%
 
10 5412 4.1%
 
12 5381 4.1%
 
14 5249 4.0%
 
15 4890 3.7%
 
9 4697 3.6%
 
16 4551 3.5%
 
17 4174 3.2%
 
18 3863 2.9%
 
Other values (52643) 81734 62.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2403 1.8%
 
0.001095038451 1 < 0.1%
 
0.001726082394 1 < 0.1%
 
0.002359762227 1 < 0.1%
 
0.004111678095 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
23 2796 2.1%
 
22.99908003 1 < 0.1%
 
22.99725726 1 < 0.1%
 
22.99665323 1 < 0.1%
 
22.99566175 1 < 0.1%
 

indicator1
Numeric

Distinct count11070
Unique (%)8.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.1154774459
Minimum0
Maximum1
Zeros (%)84.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range0

Descriptive statistics

Standard deviation0.2967496087
Coef of variation2.569762489
Kurtosis3.984768476
Mean0.1154774459
MAD0.1956089592
Skewness2.385392001
Sum15126.39064
Variance0.08806033027
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 3.40969380e-06 9.99962991e-01 1.00000000e+00], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 110307 84.2%
 
1 9615 7.3%
 
0.1751387605 1 < 0.1%
 
0.2160052985 1 < 0.1%
 
0.3306313711 1 < 0.1%
 
0.1648389402 1 < 0.1%
 
0.7871388925 1 < 0.1%
 
0.3396646086 1 < 0.1%
 
0.943727287 1 < 0.1%
 
0.5133409241 1 < 0.1%
 
Other values (11060) 11060 8.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 110307 84.2%
 
6.819387604e-06 1 < 0.1%
 
0.0001118569663 1 < 0.1%
 
0.0005756573698 1 < 0.1%
 
0.0006064772471 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 9615 7.3%
 
0.9999259819 1 < 0.1%
 
0.9999237458 1 < 0.1%
 
0.9999040947 1 < 0.1%
 
0.9997727581 1 < 0.1%
 

indicator2
Numeric

Distinct count1805
Unique (%)1.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.01795753515
Minimum0
Maximum1
Zeros (%)97.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range0

Descriptive statistics

Standard deviation0.12381508
Coef of variation6.894881676
Kurtosis51.54046363
Mean0.01795753515
MAD0.035021624
Skewness7.206340716
Sum2352.257529
Variance0.01533017404
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 3.24073614e-05 9.99828546e-01 1.00000000e+00], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 127715 97.5%
 
1 1472 1.1%
 
0.9645564031 1 < 0.1%
 
0.5070820737 1 < 0.1%
 
0.9504144424 1 < 0.1%
 
0.2006013462 1 < 0.1%
 
0.9835864867 1 < 0.1%
 
0.4387854162 1 < 0.1%
 
0.3780184767 1 < 0.1%
 
0.1384065062 1 < 0.1%
 
Other values (1795) 1795 1.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 127715 97.5%
 
6.481472272e-05 1 < 0.1%
 
9.590530384e-05 1 < 0.1%
 
0.0007174409417 1 < 0.1%
 
0.001309489799 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 1472 1.1%
 
0.9996570922 1 < 0.1%
 
0.9994353596 1 < 0.1%
 
0.9994231876 1 < 0.1%
 
0.9993895199 1 < 0.1%
 

state1
Numeric

Distinct count24982
Unique (%)19.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean22.34705698
Minimum0
Maximum52
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile5.622147032
Q16.890175493
Median19.21599413
Q336
95-th percentile47
Maximum52
Range52
Interquartile range29.10982451

Descriptive statistics

Standard deviation14.95097957
Coef of variation0.6690357297
Kurtosis-1.362946665
Mean22.34705698
MAD13.42099615
Skewness0.3499677484
Sum2927240.993
Variance223.5317901
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.00394858 1.99569598 2.00035605 ... 50.00627989 50.96183949 51.01707256 51.85473855 52. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 25475 19.4%
 
11 10931 8.3%
 
45 8470 6.5%
 
36 7079 5.4%
 
12 4718 3.6%
 
16 4216 3.2%
 
47 3990 3.0%
 
5 3949 3.0%
 
22 2776 2.1%
 
33 2491 1.9%
 
Other values (24972) 56895 43.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
1 341 0.3%
 
1.007897168 1 < 0.1%
 
1.019972506 1 < 0.1%
 
1.052146995 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
52 57 < 0.1%
 
51.7094771 1 < 0.1%
 
51.6066846 1 < 0.1%
 
51.52498262 1 < 0.1%
 
51.50679861 1 < 0.1%
 

zip1
Numeric

Distinct count51493
Unique (%)39.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean544.9570381
Minimum2
Maximum999
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile80
Q1285
Median531
Q3891
95-th percentile954.9984787
Maximum999
Range997
Interquartile range606

Descriptive statistics

Standard deviation314.0683271
Coef of variation0.5763175903
Kurtosis-1.515343764
Mean544.9570381
MAD287.8267779
Skewness-0.02760517004
Sum71383922.43
Variance98638.91407
Memory size1023.5 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 2. 8.5 9.02624773 9.52624773 10.14546276 ... 995.99288496 996.13419431 996.63419431 997.03355034 999. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
300 1571 1.2%
 
945 1459 1.1%
 
852 1154 0.9%
 
606 1053 0.8%
 
926 1048 0.8%
 
750 974 0.7%
 
900 944 0.7%
 
100 898 0.7%
 
921 848 0.6%
 
331 816 0.6%
 
Other values (51483) 120225 91.8%
 

Minimum 5 values

ValueCountFrequency (%) 
2 2 < 0.1%
 
6 6 < 0.1%
 
7 5 < 0.1%
 
8 8 < 0.1%
 
9 20 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
999 5 < 0.1%
 
998 24 < 0.1%
 
997.1010331 1 < 0.1%
 
997.0671007 1 < 0.1%
 
997 42 < 0.1%
 

Correlations

Missing values

Sample

First rows

amountfield1field2field3field4field5flag1flag2flag3flag4flag5fraudhour1indicator1indicator2state1zip1
038.853.00.01211.010.00.01.00.00.00.01.00.016.00.00.06.0941.0
138.853.00.0-5078.021.01.00.01.01.00.01.00.013.00.00.016.0602.0
212.953.00.0-2982.08.02.01.00.01.00.01.00.015.00.00.040.07.0
312.953.01.0-531.09.00.01.00.00.00.01.00.017.01.00.025.0551.0
412.953.00.02128.08.02.01.00.00.00.01.00.013.00.00.06.0945.0
512.953.00.05440.08.02.00.00.00.00.01.00.013.00.00.021.022.0
612.953.01.0-6417.017.02.00.00.00.00.01.01.04.00.00.026.0640.0
749.952.01.01211.025.00.00.01.00.00.01.00.010.00.00.019.0402.0
838.853.01.01479.08.00.01.00.00.00.01.00.09.00.00.022.0207.0
912.952.00.0-8812.09.09.01.00.00.00.02.00.09.00.00.011.0321.0

Last rows

amountfield1field2field3field4field5flag1flag2flag3flag4flag5fraudhour1indicator1indicator2state1zip1
13098011.4335401.7565180.5855063882.8289889.5855066.0724701.0000000.5855060.5855060.4144942.1710121.015.9739290.5855060.039.539107259.507292
13098112.9500003.6371840.1814082416.29241410.0000000.8185921.0000000.0000001.0000000.0000001.8185921.010.0884480.0000000.027.000000393.274368
13098211.7368922.5316180.4683822256.9624868.0632370.9367631.0000001.0000000.5316180.0000001.0000001.011.4426590.0000000.015.620578204.025723
13098312.9500003.3313510.0000002483.02081313.3372981.3372981.0000000.0000000.0000000.0000001.0000001.013.9970270.0000000.036.000000117.000000
13098423.9660584.0000000.000000-1493.0000006.0000000.0000001.0000000.0000000.0000000.0000001.0000001.018.8052870.0000000.024.000000481.000000
13098512.0955633.6572590.6572593766.36688411.0846662.6854811.0000001.0000000.3427410.0000001.0000001.018.0000000.0000000.045.000000787.088744
13098641.1368790.0000000.000000-1740.9047706.8241000.2060250.0000000.2060250.0000000.0000001.7939751.06.6482010.0000000.026.678326471.965021
13098749.9500002.9515610.0000001803.1765378.0000000.0484390.0000000.0000000.0484390.0000001.0000001.023.0000000.9515610.06.000000921.242195
13098827.3190931.3356260.000000-9980.06783212.6574950.4452090.4452090.4452090.4452090.0000001.4452091.010.2191650.0000000.06.445209871.684532
13098946.2277940.6706680.000000-6490.1440369.0000009.0000001.0000001.0000000.0000000.0000002.3353341.014.0240060.0000000.036.000000112.000000